What I've been working on

Image Classifier on Noisy Labels

Implementation of the Multi-Label Fashion Image Classification with Minimal Human Supervision paper from Inoue et al. on the CIFAR-10 dataset.

PythonTensorFlowMachine LearningCNNClassificationWeak Labels

English-Spanish Translation with Transformers

This project develops an English-Spanish translation model using transformer architectures. By training on a large corpus of parallel texts, the model achieves high accuracy and fluency. It involves data preprocessing, model training, and evaluation, showcasing the power of transformers in enhancing multilingual communication.

PythonTensorflowMachine LearningTransformersAutoencodersEmbeddings

Statistical Insights into Diversified Portfolio Analysis: Unveiling Financial Trends and Strategies

Financial analysis on big-tech companies stocks until 2021 using statistical financial methods.

RPortoflio TheoryHypothesis TestingRisk Management

Poor State, Rich State

The Poor State, Rich State web app is an open-source tool built with R and Shiny that provides interactive visualizations and analyses of poverty data across different states.

RShinyHTMLCSS